Transfer Learning

KnowTuning: Knowledge-aware Fine-tuning for Large Language Models EMNLP 2024 KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024 KRX Bench: Automating Financial Benchmark Creation via Large Language Models COLING 2024 KTCN: Enhancing Open-World Object Detection with Knowledge Transfer and Class-Awareness Neutralization IJCAI 2024 KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement ICLR 2024 Label-efficient Semantic Scene Completion with Scribble Annotations IJCAI 2024 Lacuna Language Learning: Leveraging RNNs for Ranked Text Completion in Digitized Coptic Manuscripts ACL 2024 LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions EACL 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024 Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization EMNLP 2024 Language-Independent Representations Improve Zero-Shot Summarization NAACL 2024 Language-Interfaced Tabular Oversampling via Progressive Imputation and Self-Authentication ICLR 2024 Language Model Beats Diffusion - Tokenizer is key to visual generation ICLR 2024 Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch ICML 2024 Language Models on a Diet: Cost-Efficient Development of Encoders for Closely-Related Languages via Additional Pretraining COLING 2024 Large Language Model as a Policy Teacher for Training Reinforcement Learning Agents IJCAI 2024 Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024 Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024 Large Language Models as Analogical Reasoners ICLR 2024 Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024 Large Pre-trained time series models for cross-domain Time series analysis tasks NeurIPS 2024 Large Scale Transfer Learning for Tabular Data via Language Modeling NeurIPS 2024 Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video ICLR 2024 Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024